Somewhat Resilient
Last Update: 5/19/2026
AI Resilience Score for Cooks, Short Order:
41.3%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
AI Resilience Report forCooks, Short Order
$35,620 median salary•20,600 annual openings•SOC Code: 35-2015.00
Cooks, Short Order are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.
Short-order cooking is labeled "Somewhat Resilient" because automation is genuinely making inroads into this field — robots like Flippy are already handling repetitive frying and timing tasks at some major chains, and labor cost pressures are pushing more restaurants to explore these tools. That said, the technology is still expensive, limited in scale, and struggles with the fast, unpredictable, human side of a real kitchen — like managing a lunch rush, adapting on the fly, and connecting with regulars.
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Short-order cooking is labeled "Somewhat Resilient" because automation is genuinely making inroads into this field — robots like Flippy are already handling repetitive frying and timing tasks at some major chains, and labor cost pressures are pushing more restaurants to explore these tools. That said, the technology is still expensive, limited in scale, and struggles with the fast, unpredictable, human side of a real kitchen — like managing a lunch rush, adapting on the fly, and connecting with regulars.
Read full analysisAnalysis of Current AI Resilience
Cooks, Short Order
Updated Quarterly
How is AI changing Cooks, Short Order jobs?
If you're worried about robots taking over short-order kitchens, here's the honest picture: automation is real and growing, but it's still early. The most famous example is Flippy, an AI-powered robot arm built by Miso Robotics that debuted at CaliBurger, Jack in the Box, and White Castle, and a later Flippy Fry Station now fries and portions more than 40 menu items while reducing staff interactions with the machinery by 90%. Miso's CEO claims a Flippy unit can double the output of a short-order cook for about $5,000 per month [1].
On the chain side, Wonder is building "programmable cooking platforms" where a staff of up to 12 people works with conveyors and robotic arms, and the company recently bought Spice Robotics, a maker of an automatic bowl-making machine previously used by Sweetgreen. Beyond hardware, "invisible AI" is also augmenting cooks — software now helps with order timing, inventory, and prep flow. As one industry analysis explains, AI can analyze order data and how kitchen staff move to streamline food preparation [2].
Still, scaling is hard: a QSR Magazine review noted that one major burger-flipping vendor had only 13 QSR locations piloting the tech as of early 2025 [3].
Sources
How fast is AI adoption growing for Cooks, Short Order?
Adoption is being pushed forward by labor pressure. The National Restaurant Association reports that 98% of restaurant operators identified rising labor costs as an issue, and turnover can cost more than $2,700 per hourly worker, and 47% of operators expect technology and automation to become more common to address labor shortages [4]. But adoption is also slow because robots are expensive, fragile in real kitchens, and most diners are small businesses with thin margins.
Economists note that more than 75% of the time, it is cheaper for companies to continue to use humans than to automate jobs with AI. The U.S. Bureau of Labor Statistics confirms a mixed outlook: overall employment of cooks is projected to grow 5 percent from 2024 to 2034, but reduced demand for fast food cooks is expected because of automated systems [5]. The takeaway for young people: the messy, fast-moving, human side of a diner — reading a rush, swapping a burnt pancake, joking with a regular — is exactly what machines still struggle with.
AI is most likely to handle the repetitive frying and timing tasks while leaving room for cooks who bring speed, judgment, and hospitality.
Sources
Will AI replace Cooks, Short Order?
Not entirely. We think AI will take over some tasks, but not the whole job.
Short-order cooking is already feeling real automation pressure. Robotic fry stations like Flippy can handle more than 40 menu items while reducing staff interactions with equipment by 90%, and one vendor claims a unit can double a cook's output for about $5,000 per month [1]. Software tools are also stepping in to manage order timing, inventory, and prep flow [2]. That is why our AI Resilience Score for this role sits at a modest 41.3%.
Still, full replacement is not happening anytime soon. As of early 2025, one major burger-flipping vendor had only 13 QSR locations piloting the technology [3]. Robots are expensive and fragile in real kitchens, and most short-order spots are small businesses with thin margins. The U.S. Bureau of Labor Statistics projects overall cook employment to grow 5 percent through 2034, even while noting some reduced demand at fast food operations due to automation [5].
What stays human is the fast, messy, judgment-heavy side of the job: reading a lunch rush, recovering from mistakes, and keeping regulars happy. AI will likely absorb the most repetitive frying and timing tasks, but cooks who bring speed, adaptability, and hospitality will still have a place in the kitchen.
Sources
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Latest AI news for Cooks, Short Order
These articles highlight the potential impacts of AI on the job market, including the food industry. For "Cooks, Short Order," while AI may streamline some cooking processes, it also raises concerns about job stability. Lisa Cook warns that AI could lead to short-term unemployment, urging workers to adapt and enhance their skills. Embracing technology in the kitchen can create resilience; for example, using AI-driven tools for inventory management can improve efficiency. Staying informed and adaptable is key to thriving in this evolving landscape.
Fed Warns AI Job Threat: Unemployment May Rise, Says Governor Lisa Cook
www.jagranjosh.com • 2/25/2026
Fed's Lisa Cook warns AI could spike U.S. unemployment – recent speech flags job losses in key sectors. Get facts, impacts, and tips to...
Job losses due to AI: US Fed gov Cook has important observation; says unemployment could rise in short-te
timesofindia.indiatimes.com • 2/25/2026
International Business News: Federal Reserve governor Lisa Cook on Tuesday (local time) cautioned that artificial intelligence is beginning...
Fed's Cook says AI triggering big changes, sees possible short-term unemployment rise
www.reuters.com • 2/24/2026
Artificial intelligence has triggered a generational shift in the U.S. labor market and could lead to a possible rise in the unemployment...
Fed governor Lisa Cook says AI could leave Fed with hard choice: Fight inflation or boost employment
finance.yahoo.com • 2/24/2026
Federal Reserve governor Lisa Cook suggested Tuesday that artificial intelligence could push the central bank to make hard choices between...
Fed's Cook sees risk in gen AI-manipulated financial trading
www.americanbanker.com • 11/20/2025
Key Insight: Federal Reserve Gov. Lisa Cook says emerging risks are arising over how artificial intelligence may influence financial markets...
More Career Info
Career: Cooks, Short Order
They quickly prepare simple meals like burgers, sandwiches, and breakfast foods in diners or small restaurants, making sure customers get their food fast and fresh.
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Employment & Wage Data
Median Wage
$35,620
Jobs (2024)
151,100
Growth (2024-34)
-5.6%
Annual Openings
20,600
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Take orders from customers and cook foods requiring short preparation times, according to customer requirements.
2
Grill and garnish hamburgers or other meats, such as steaks and chops.
3
Perform general cleaning activities in kitchen and dining areas.
4
Grill, cook, and fry foods such as french fries, eggs, and pancakes.
5
Complete orders from steam tables, placing food on plates and serving customers at tables or counters.
6
Restock kitchen supplies, rotate food, and stamp the time and date on food in coolers.
7
Order supplies and stock them on shelves.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
